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  <div class="headertitle"><div class="title">shark::ScaledKernel&lt; InputType &gt; Class Template Reference<div class="ingroups"><a class="el" href="group__models.html">Models</a> &raquo; <a class="el" href="group__kernels.html">Kernels</a></div></div></div>
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<p>Scaled version of a kernel function.  
 <a href="classshark_1_1_scaled_kernel.html#details">More...</a></p>

<p><code>#include &lt;<a class="el" href="_scaled_kernel_8h_source.html">shark/Models/Kernels/ScaledKernel.h</a>&gt;</code></p>
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  <img id="dynsection-0-trigger" src="closed.png" alt="+"/> Inheritance diagram for shark::ScaledKernel&lt; InputType &gt;:</div>
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<div class="center"><img src="classshark_1_1_scaled_kernel__inherit__graph.png" border="0" usemap="#ashark_1_1_scaled_kernel_3_01_input_type_01_4_inherit__map" alt="Inheritance graph"/></div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-types" name="pub-types"></a>
Public Types</h2></td></tr>
<tr class="memitem:ade088748ce9c72aadd6218534d0b918f" id="r_ade088748ce9c72aadd6218534d0b918f"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html#adbf700c2ece7236c70cef4b88777a733">base_type::BatchInputType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#ade088748ce9c72aadd6218534d0b918f">BatchInputType</a></td></tr>
<tr class="separator:ade088748ce9c72aadd6218534d0b918f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab85abce78b37836e18d288c605b01cf7" id="r_ab85abce78b37836e18d288c605b01cf7"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">base_type::ConstInputReference</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#ab85abce78b37836e18d288c605b01cf7">ConstInputReference</a></td></tr>
<tr class="separator:ab85abce78b37836e18d288c605b01cf7"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af44d5bf984a272c173913941b1c3b819" id="r_af44d5bf984a272c173913941b1c3b819"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">base_type::ConstBatchInputReference</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a></td></tr>
<tr class="separator:af44d5bf984a272c173913941b1c3b819"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_types_classshark_1_1_abstract_kernel_function"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classshark_1_1_abstract_kernel_function')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classshark_1_1_abstract_kernel_function.html">shark::AbstractKernelFunction&lt; InputTypeT &gt;</a></td></tr>
<tr class="memitem:af54c80ca837961761506e6c2eec15bde inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_af54c80ca837961761506e6c2eec15bde"><td class="memItemLeft" align="right" valign="top">enum &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bde">Feature</a> { <a class="el" href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bdead621a9ae065d91a154055a38a7ea72f8">HAS_FIRST_PARAMETER_DERIVATIVE</a> = 1
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<tr class="memdesc:af54c80ca837961761506e6c2eec15bde"><td class="mdescLeft">&#160;</td><td class="mdescRight">enumerations of kerneland metric features (flags)  <a href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bde">More...</a><br /></td></tr>
<tr class="separator:af54c80ca837961761506e6c2eec15bde inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a808acb34b9c95c6af0f48177d554bd59 inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_a808acb34b9c95c6af0f48177d554bd59"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_metric.html#a8ef376e183e0fac88fc9234204c75569">base_type::InputType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a808acb34b9c95c6af0f48177d554bd59">InputType</a></td></tr>
<tr class="memdesc:a808acb34b9c95c6af0f48177d554bd59 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Input type of the Kernel.  <br /></td></tr>
<tr class="separator:a808acb34b9c95c6af0f48177d554bd59 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adbf700c2ece7236c70cef4b88777a733 inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_adbf700c2ece7236c70cef4b88777a733"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_metric.html#a3ed2427fcee73de8368e0e24ce61cada">base_type::BatchInputType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#adbf700c2ece7236c70cef4b88777a733">BatchInputType</a></td></tr>
<tr class="memdesc:adbf700c2ece7236c70cef4b88777a733 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">batch input type of the kernel  <br /></td></tr>
<tr class="separator:adbf700c2ece7236c70cef4b88777a733 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a40e365cb5ec7d2776105a4aef4e78df3 inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_a40e365cb5ec7d2776105a4aef4e78df3"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_metric.html#ad56b88ee5dab414cc3fe71ef6a36aa19">base_type::ConstInputReference</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a></td></tr>
<tr class="memdesc:a40e365cb5ec7d2776105a4aef4e78df3 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Const references to InputType.  <br /></td></tr>
<tr class="separator:a40e365cb5ec7d2776105a4aef4e78df3 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af923f26f3d015156bb5ac159b302311b inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_af923f26f3d015156bb5ac159b302311b"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_abstract_metric.html#aded3435936965bcee46366318e37cbc9">base_type::ConstBatchInputReference</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a></td></tr>
<tr class="memdesc:af923f26f3d015156bb5ac159b302311b inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Const references to BatchInputType.  <br /></td></tr>
<tr class="separator:af923f26f3d015156bb5ac159b302311b inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a63fdfe8b374750b9fa8288e06a666919 inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_a63fdfe8b374750b9fa8288e06a666919"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_typed_flags.html">TypedFlags</a>&lt; <a class="el" href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bde">Feature</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a63fdfe8b374750b9fa8288e06a666919">Features</a></td></tr>
<tr class="memdesc:a63fdfe8b374750b9fa8288e06a666919 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">This statement declares the member m_features. See <a class="el" href="_flags_8h.html">Core/Flags.h</a> for details.  <br /></td></tr>
<tr class="separator:a63fdfe8b374750b9fa8288e06a666919 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a619eef1551440a251e305cc6cd88d2f8 inherit pub_types_classshark_1_1_abstract_kernel_function" id="r_a619eef1551440a251e305cc6cd88d2f8"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_typed_feature_not_available_exception.html">TypedFeatureNotAvailableException</a>&lt; <a class="el" href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bde">Feature</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a619eef1551440a251e305cc6cd88d2f8">FeatureNotAvailableException</a></td></tr>
<tr class="separator:a619eef1551440a251e305cc6cd88d2f8 inherit pub_types_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_types_classshark_1_1_abstract_metric"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classshark_1_1_abstract_metric')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classshark_1_1_abstract_metric.html">shark::AbstractMetric&lt; InputTypeT &gt;</a></td></tr>
<tr class="memitem:a8ef376e183e0fac88fc9234204c75569 inherit pub_types_classshark_1_1_abstract_metric" id="r_a8ef376e183e0fac88fc9234204c75569"><td class="memItemLeft" align="right" valign="top">typedef InputTypeT&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_metric.html#a8ef376e183e0fac88fc9234204c75569">InputType</a></td></tr>
<tr class="memdesc:a8ef376e183e0fac88fc9234204c75569 inherit pub_types_classshark_1_1_abstract_metric"><td class="mdescLeft">&#160;</td><td class="mdescRight">Input type of the Kernel.  <br /></td></tr>
<tr class="separator:a8ef376e183e0fac88fc9234204c75569 inherit pub_types_classshark_1_1_abstract_metric"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3ed2427fcee73de8368e0e24ce61cada inherit pub_types_classshark_1_1_abstract_metric" id="r_a3ed2427fcee73de8368e0e24ce61cada"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="structshark_1_1_batch.html">Batch</a>&lt; InputTypeT &gt;::type&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_metric.html#a3ed2427fcee73de8368e0e24ce61cada">BatchInputType</a></td></tr>
<tr class="memdesc:a3ed2427fcee73de8368e0e24ce61cada inherit pub_types_classshark_1_1_abstract_metric"><td class="mdescLeft">&#160;</td><td class="mdescRight">batch input type of the kernel  <br /></td></tr>
<tr class="separator:a3ed2427fcee73de8368e0e24ce61cada inherit pub_types_classshark_1_1_abstract_metric"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad56b88ee5dab414cc3fe71ef6a36aa19 inherit pub_types_classshark_1_1_abstract_metric" id="r_ad56b88ee5dab414cc3fe71ef6a36aa19"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="structshark_1_1_const_proxy_reference.html">ConstProxyReference</a>&lt; InputTypeconst &gt;::type&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_metric.html#ad56b88ee5dab414cc3fe71ef6a36aa19">ConstInputReference</a></td></tr>
<tr class="memdesc:ad56b88ee5dab414cc3fe71ef6a36aa19 inherit pub_types_classshark_1_1_abstract_metric"><td class="mdescLeft">&#160;</td><td class="mdescRight">Const references to InputType.  <br /></td></tr>
<tr class="separator:ad56b88ee5dab414cc3fe71ef6a36aa19 inherit pub_types_classshark_1_1_abstract_metric"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="memdesc:aded3435936965bcee46366318e37cbc9 inherit pub_types_classshark_1_1_abstract_metric"><td class="mdescLeft">&#160;</td><td class="mdescRight">Const references to BatchInputType.  <br /></td></tr>
<tr class="separator:aded3435936965bcee46366318e37cbc9 inherit pub_types_classshark_1_1_abstract_metric"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_types_classshark_1_1_i_parameterizable"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classshark_1_1_i_parameterizable')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classshark_1_1_i_parameterizable.html">shark::IParameterizable&lt; VectorType &gt;</a></td></tr>
<tr class="memitem:a2ad5e2e60b2b352988b41f46024d790b inherit pub_types_classshark_1_1_i_parameterizable" id="r_a2ad5e2e60b2b352988b41f46024d790b"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="_c_svm_linear_8cpp.html#ab106d665148183a2dc94dcf8716c9203">VectorType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_parameterizable.html#a2ad5e2e60b2b352988b41f46024d790b">ParameterVectorType</a></td></tr>
<tr class="separator:a2ad5e2e60b2b352988b41f46024d790b inherit pub_types_classshark_1_1_i_parameterizable"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a8d5c8bd1b104f323b14c6f8178fe00b1" id="r_a8d5c8bd1b104f323b14c6f8178fe00b1"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a8d5c8bd1b104f323b14c6f8178fe00b1">ScaledKernel</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; *<a class="el" href="classshark_1_1_scaled_kernel.html#ac5c3092e58aaf96feefbe3e51822e78a">base</a>, double <a class="el" href="classshark_1_1_scaled_kernel.html#ab039d0f8d3e1e40d61d0897f1c4953a4">factor</a>=1.0)</td></tr>
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<tr class="memdesc:a6a15e6434ad5c78ebc492c369e67a6ff"><td class="mdescLeft">&#160;</td><td class="mdescRight">From <a class="el" href="classshark_1_1_i_nameable.html" title="This class is an interface for all objects which can have a name.">INameable</a>: return the class name.  <br /></td></tr>
<tr class="separator:a6a15e6434ad5c78ebc492c369e67a6ff"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a62e229f1458a7a82f9739bedd4e5009c" id="r_a62e229f1458a7a82f9739bedd4e5009c"><td class="memItemLeft" align="right" valign="top">RealVector&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a62e229f1458a7a82f9739bedd4e5009c">parameterVector</a> () const</td></tr>
<tr class="memdesc:a62e229f1458a7a82f9739bedd4e5009c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the parameter vector.  <br /></td></tr>
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<tr class="memitem:a4d0ac39729f3db9c00f87bc61ef7b3f1" id="r_a4d0ac39729f3db9c00f87bc61ef7b3f1"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a4d0ac39729f3db9c00f87bc61ef7b3f1">setParameterVector</a> (RealVector const &amp;newParameters)</td></tr>
<tr class="memdesc:a4d0ac39729f3db9c00f87bc61ef7b3f1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Set the parameter vector.  <br /></td></tr>
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<tr class="memitem:a836fc009bdd0f6a83b184f73b503308d" id="r_a836fc009bdd0f6a83b184f73b503308d"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a836fc009bdd0f6a83b184f73b503308d">numberOfParameters</a> () const</td></tr>
<tr class="memdesc:a836fc009bdd0f6a83b184f73b503308d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Return the number of parameters.  <br /></td></tr>
<tr class="separator:a836fc009bdd0f6a83b184f73b503308d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8ea7e45b7d287c3e15968937c5076d17" id="r_a8ea7e45b7d287c3e15968937c5076d17"><td class="memItemLeft" align="right" valign="top">boost::shared_ptr&lt; <a class="el" href="structshark_1_1_state.html">State</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a8ea7e45b7d287c3e15968937c5076d17">createState</a> () const</td></tr>
<tr class="memdesc:a8ea7e45b7d287c3e15968937c5076d17"><td class="mdescLeft">&#160;</td><td class="mdescRight">creates the internal state of the kernel  <br /></td></tr>
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<tr class="memitem:ab039d0f8d3e1e40d61d0897f1c4953a4" id="r_ab039d0f8d3e1e40d61d0897f1c4953a4"><td class="memItemLeft" align="right" valign="top">const double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#ab039d0f8d3e1e40d61d0897f1c4953a4">factor</a> ()</td></tr>
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<tr class="memitem:ac490cef71bad929273de841755455d87" id="r_ac490cef71bad929273de841755455d87"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#ac490cef71bad929273de841755455d87">setFactor</a> (double f)</td></tr>
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<tr class="memitem:ac5c3092e58aaf96feefbe3e51822e78a" id="r_ac5c3092e58aaf96feefbe3e51822e78a"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classshark_1_1_abstract_kernel_function.html">base_type</a> *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#ac5c3092e58aaf96feefbe3e51822e78a">base</a> () const</td></tr>
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<tr class="memitem:afc59d0d0d69706360cfd5b30bbd10a0e" id="r_afc59d0d0d69706360cfd5b30bbd10a0e"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#afc59d0d0d69706360cfd5b30bbd10a0e">eval</a> (<a class="el" href="classshark_1_1_scaled_kernel.html#ab85abce78b37836e18d288c605b01cf7">ConstInputReference</a> x1, <a class="el" href="classshark_1_1_scaled_kernel.html#ab85abce78b37836e18d288c605b01cf7">ConstInputReference</a> x2) const</td></tr>
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<tr class="memitem:a7f53eaf21702a5378fa499d50f7aaf12" id="r_a7f53eaf21702a5378fa499d50f7aaf12"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a7f53eaf21702a5378fa499d50f7aaf12">eval</a> (<a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> x1, <a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> x2, RealMatrix &amp;result) const</td></tr>
<tr class="separator:a7f53eaf21702a5378fa499d50f7aaf12"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2cbbeef99432522d721f48e9aa62ba8e" id="r_a2cbbeef99432522d721f48e9aa62ba8e"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a2cbbeef99432522d721f48e9aa62ba8e">eval</a> (<a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> x1, <a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> x2, RealMatrix &amp;result, <a class="el" href="structshark_1_1_state.html">State</a> &amp;state) const</td></tr>
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<tr class="memitem:aa0f2ea06b6721fdb90cc6324e1254e91" id="r_aa0f2ea06b6721fdb90cc6324e1254e91"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#aa0f2ea06b6721fdb90cc6324e1254e91">weightedParameterDerivative</a> (<a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> batchX2, RealMatrix const &amp;coefficients, <a class="el" href="structshark_1_1_state.html">State</a> const &amp;state, RealVector &amp;gradient) const</td></tr>
<tr class="memdesc:aa0f2ea06b6721fdb90cc6324e1254e91"><td class="mdescLeft">&#160;</td><td class="mdescRight">calculates the weighted derivate w.r.t. the parameters of the base kernel  <br /></td></tr>
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<tr class="memitem:a27d1b92e9651b938feb3f61938f0d92f" id="r_a27d1b92e9651b938feb3f61938f0d92f"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a27d1b92e9651b938feb3f61938f0d92f">weightedInputDerivative</a> (<a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a> batchX2, RealMatrix const &amp;coefficientsX2, <a class="el" href="structshark_1_1_state.html">State</a> const &amp;state, <a class="el" href="classshark_1_1_scaled_kernel.html#ade088748ce9c72aadd6218534d0b918f">BatchInputType</a> &amp;gradient) const</td></tr>
<tr class="memdesc:a27d1b92e9651b938feb3f61938f0d92f"><td class="mdescLeft">&#160;</td><td class="mdescRight">calculates the weighted derivate w.r.t. argument \( x_1 \)  <br /></td></tr>
<tr class="separator:a27d1b92e9651b938feb3f61938f0d92f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7f6e20a47ab00f460f22ade7bb4d9d47" id="r_a7f6e20a47ab00f460f22ade7bb4d9d47"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a7f6e20a47ab00f460f22ade7bb4d9d47">read</a> (<a class="el" href="namespaceshark.html#ada68729491840669e47c8ad42282424f">InArchive</a> &amp;ar)</td></tr>
<tr class="memdesc:a7f6e20a47ab00f460f22ade7bb4d9d47"><td class="mdescLeft">&#160;</td><td class="mdescRight">From <a class="el" href="classshark_1_1_i_serializable.html" title="Abstracts serializing functionality.">ISerializable</a>, reads a metric from an archive.  <br /></td></tr>
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<tr class="memitem:a41ae2a868b1e1c64f8eaac6bc0e8453a" id="r_a41ae2a868b1e1c64f8eaac6bc0e8453a"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a41ae2a868b1e1c64f8eaac6bc0e8453a">write</a> (<a class="el" href="namespaceshark.html#af4f8eb8e9618f5236b71bbcb12b8a524">OutArchive</a> &amp;ar) const</td></tr>
<tr class="memdesc:a41ae2a868b1e1c64f8eaac6bc0e8453a"><td class="mdescLeft">&#160;</td><td class="mdescRight">The kernel does not serialize anything.  <br /></td></tr>
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<tr class="inherit_header pub_methods_classshark_1_1_abstract_kernel_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_abstract_kernel_function')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_abstract_kernel_function.html">shark::AbstractKernelFunction&lt; InputTypeT &gt;</a></td></tr>
<tr class="memitem:a81ed7e2e580d7967ba21d82cf8105c4c inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a81ed7e2e580d7967ba21d82cf8105c4c"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a81ed7e2e580d7967ba21d82cf8105c4c">AbstractKernelFunction</a> ()</td></tr>
<tr class="separator:a81ed7e2e580d7967ba21d82cf8105c4c inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad813e7a91adf505e31224fba2e0ee8d1 inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_ad813e7a91adf505e31224fba2e0ee8d1"><td class="memItemLeft" align="right" valign="top">const <a class="el" href="classshark_1_1_abstract_kernel_function.html#a63fdfe8b374750b9fa8288e06a666919">Features</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#ad813e7a91adf505e31224fba2e0ee8d1">features</a> () const</td></tr>
<tr class="separator:ad813e7a91adf505e31224fba2e0ee8d1 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6e65f245e63e075562917986673b99af inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a6e65f245e63e075562917986673b99af"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a6e65f245e63e075562917986673b99af">updateFeatures</a> ()</td></tr>
<tr class="separator:a6e65f245e63e075562917986673b99af inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac0c799ac75db64200256ed50d34d2411 inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_ac0c799ac75db64200256ed50d34d2411"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#ac0c799ac75db64200256ed50d34d2411">hasFirstParameterDerivative</a> () const</td></tr>
<tr class="separator:ac0c799ac75db64200256ed50d34d2411 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a505ca00275044073f08aae949127a76f inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a505ca00275044073f08aae949127a76f"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a505ca00275044073f08aae949127a76f">hasFirstInputDerivative</a> () const</td></tr>
<tr class="separator:a505ca00275044073f08aae949127a76f inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3b60def6354aac30a9c2ce5bffa6f9ae inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a3b60def6354aac30a9c2ce5bffa6f9ae"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a3b60def6354aac30a9c2ce5bffa6f9ae">isNormalized</a> () const</td></tr>
<tr class="separator:a3b60def6354aac30a9c2ce5bffa6f9ae inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a225fbad3a0efdac21e4422576de2ce4e inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a225fbad3a0efdac21e4422576de2ce4e"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a225fbad3a0efdac21e4422576de2ce4e">supportsVariableInputSize</a> () const</td></tr>
<tr class="separator:a225fbad3a0efdac21e4422576de2ce4e inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abd10e3815efade90c7f9e2a7cc8bcb6c inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_abd10e3815efade90c7f9e2a7cc8bcb6c"><td class="memItemLeft" align="right" valign="top">virtual double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#abd10e3815efade90c7f9e2a7cc8bcb6c">eval</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a> x1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a> x2) const</td></tr>
<tr class="memdesc:abd10e3815efade90c7f9e2a7cc8bcb6c inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluates the kernel function.  <br /></td></tr>
<tr class="separator:abd10e3815efade90c7f9e2a7cc8bcb6c inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a187783089e5ee24875e43b8865b1a46e inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a187783089e5ee24875e43b8865b1a46e"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a187783089e5ee24875e43b8865b1a46e">operator()</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a> x1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a> x2) const</td></tr>
<tr class="memdesc:a187783089e5ee24875e43b8865b1a46e inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Convenience operator which evaluates the kernel function.  <br /></td></tr>
<tr class="separator:a187783089e5ee24875e43b8865b1a46e inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af9edfdfdd3cbee76f67f47cf244f8b3b inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_af9edfdfdd3cbee76f67f47cf244f8b3b"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#af9edfdfdd3cbee76f67f47cf244f8b3b">eval</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX2, RealMatrix &amp;result, <a class="el" href="structshark_1_1_state.html">State</a> &amp;state) const =0</td></tr>
<tr class="memdesc:af9edfdfdd3cbee76f67f47cf244f8b3b inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluates the subset of the KernelGram matrix which is defined by X1(rows) and X2 (columns).  <br /></td></tr>
<tr class="separator:af9edfdfdd3cbee76f67f47cf244f8b3b inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abfb9bc53f137dc1e28bf875e8851c26b inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_abfb9bc53f137dc1e28bf875e8851c26b"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#abfb9bc53f137dc1e28bf875e8851c26b">eval</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX2, RealMatrix &amp;result) const</td></tr>
<tr class="memdesc:abfb9bc53f137dc1e28bf875e8851c26b inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluates the subset of the KernelGram matrix which is defined by X1(rows) and X2 (columns).  <br /></td></tr>
<tr class="separator:abfb9bc53f137dc1e28bf875e8851c26b inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2d5586ade0c39f0513c8e53ec5f99ed6 inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a2d5586ade0c39f0513c8e53ec5f99ed6"><td class="memItemLeft" align="right" valign="top">RealMatrix&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a2d5586ade0c39f0513c8e53ec5f99ed6">operator()</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX2) const</td></tr>
<tr class="memdesc:a2d5586ade0c39f0513c8e53ec5f99ed6 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Evaluates the subset of the KernelGram matrix which is defined by X1(rows) and X2 (columns).  <br /></td></tr>
<tr class="separator:a2d5586ade0c39f0513c8e53ec5f99ed6 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a48557b9834bc06ccb4e005ce441904c8 inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a48557b9834bc06ccb4e005ce441904c8"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a48557b9834bc06ccb4e005ce441904c8">weightedParameterDerivative</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX2, RealMatrix const &amp;coefficients, <a class="el" href="structshark_1_1_state.html">State</a> const &amp;state, RealVector &amp;gradient) const</td></tr>
<tr class="memdesc:a48557b9834bc06ccb4e005ce441904c8 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the gradient of the parameters as a weighted sum over the gradient of all elements of the batch.  <br /></td></tr>
<tr class="separator:a48557b9834bc06ccb4e005ce441904c8 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af534a7a45f73baab879c2f0bfb75f00a inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_af534a7a45f73baab879c2f0bfb75f00a"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#af534a7a45f73baab879c2f0bfb75f00a">weightedInputDerivative</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX2, RealMatrix const &amp;coefficientsX2, <a class="el" href="structshark_1_1_state.html">State</a> const &amp;state, <a class="el" href="classshark_1_1_abstract_kernel_function.html#adbf700c2ece7236c70cef4b88777a733">BatchInputType</a> &amp;gradient) const</td></tr>
<tr class="memdesc:af534a7a45f73baab879c2f0bfb75f00a inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Calculates the derivative of the inputs X1 (only x1!).  <br /></td></tr>
<tr class="separator:af534a7a45f73baab879c2f0bfb75f00a inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4526b02196952d7af3bc76633c8bd6b7 inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a4526b02196952d7af3bc76633c8bd6b7"><td class="memItemLeft" align="right" valign="top">virtual double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a4526b02196952d7af3bc76633c8bd6b7">featureDistanceSqr</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a> x1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">ConstInputReference</a> x2) const</td></tr>
<tr class="memdesc:a4526b02196952d7af3bc76633c8bd6b7 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the squared distance in the kernel induced feature space.  <br /></td></tr>
<tr class="separator:a4526b02196952d7af3bc76633c8bd6b7 inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5abde1fffe84a51cb07c2242eef632ef inherit pub_methods_classshark_1_1_abstract_kernel_function" id="r_a5abde1fffe84a51cb07c2242eef632ef"><td class="memItemLeft" align="right" valign="top">virtual RealMatrix&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a5abde1fffe84a51cb07c2242eef632ef">featureDistanceSqr</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX1, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">ConstBatchInputReference</a> batchX2) const</td></tr>
<tr class="memdesc:a5abde1fffe84a51cb07c2242eef632ef inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the squared distance in the kernel induced feature space.  <br /></td></tr>
<tr class="separator:a5abde1fffe84a51cb07c2242eef632ef inherit pub_methods_classshark_1_1_abstract_kernel_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_abstract_metric"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_abstract_metric')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_abstract_metric.html">shark::AbstractMetric&lt; InputTypeT &gt;</a></td></tr>
<tr class="memitem:aeb00f4cd45e33127a8e0580aa8f1e6f0 inherit pub_methods_classshark_1_1_abstract_metric" id="r_aeb00f4cd45e33127a8e0580aa8f1e6f0"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_metric.html#aeb00f4cd45e33127a8e0580aa8f1e6f0">AbstractMetric</a> ()</td></tr>
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<tr class="memitem:a137acb940aeb83bc435414651b347db9 inherit pub_methods_classshark_1_1_abstract_metric" id="r_a137acb940aeb83bc435414651b347db9"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_metric.html#a137acb940aeb83bc435414651b347db9">~AbstractMetric</a> ()</td></tr>
<tr class="separator:a137acb940aeb83bc435414651b347db9 inherit pub_methods_classshark_1_1_abstract_metric"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7daef46282ceda23dd469bc51afacf14 inherit pub_methods_classshark_1_1_abstract_metric" id="r_a7daef46282ceda23dd469bc51afacf14"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_metric.html#a7daef46282ceda23dd469bc51afacf14">featureDistance</a> (<a class="el" href="classshark_1_1_abstract_metric.html#ad56b88ee5dab414cc3fe71ef6a36aa19">ConstInputReference</a> x1, <a class="el" href="classshark_1_1_abstract_metric.html#ad56b88ee5dab414cc3fe71ef6a36aa19">ConstInputReference</a> x2) const</td></tr>
<tr class="memdesc:a7daef46282ceda23dd469bc51afacf14 inherit pub_methods_classshark_1_1_abstract_metric"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the distance in the kernel induced feature space.  <br /></td></tr>
<tr class="separator:a7daef46282ceda23dd469bc51afacf14 inherit pub_methods_classshark_1_1_abstract_metric"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_i_nameable"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_i_nameable')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_i_nameable.html">shark::INameable</a></td></tr>
<tr class="memitem:a877dbdfc6b58ea836495143cea44a98c inherit pub_methods_classshark_1_1_i_nameable" id="r_a877dbdfc6b58ea836495143cea44a98c"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_nameable.html#a877dbdfc6b58ea836495143cea44a98c">~INameable</a> ()</td></tr>
<tr class="separator:a877dbdfc6b58ea836495143cea44a98c inherit pub_methods_classshark_1_1_i_nameable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_i_parameterizable"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_i_parameterizable')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_i_parameterizable.html">shark::IParameterizable&lt; VectorType &gt;</a></td></tr>
<tr class="memitem:a9e3a11172e74d1aa7292f3de4e2b6ebc inherit pub_methods_classshark_1_1_i_parameterizable" id="r_a9e3a11172e74d1aa7292f3de4e2b6ebc"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_parameterizable.html#a9e3a11172e74d1aa7292f3de4e2b6ebc">~IParameterizable</a> ()</td></tr>
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<tr class="inherit_header pub_methods_classshark_1_1_i_serializable"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_i_serializable')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td></tr>
<tr class="memitem:a7baa9ce108d7278822297ce15882782a inherit pub_methods_classshark_1_1_i_serializable" id="r_a7baa9ce108d7278822297ce15882782a"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a7baa9ce108d7278822297ce15882782a">~ISerializable</a> ()</td></tr>
<tr class="memdesc:a7baa9ce108d7278822297ce15882782a inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Virtual d'tor.  <br /></td></tr>
<tr class="separator:a7baa9ce108d7278822297ce15882782a inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abdda0c5b8e065b8afbac2cba8f58e841 inherit pub_methods_classshark_1_1_i_serializable" id="r_abdda0c5b8e065b8afbac2cba8f58e841"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#abdda0c5b8e065b8afbac2cba8f58e841">load</a> (<a class="el" href="namespaceshark.html#ada68729491840669e47c8ad42282424f">InArchive</a> &amp;archive, unsigned int version)</td></tr>
<tr class="memdesc:abdda0c5b8e065b8afbac2cba8f58e841 inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Versioned loading of components, calls read(...).  <br /></td></tr>
<tr class="separator:abdda0c5b8e065b8afbac2cba8f58e841 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5bf66fa8db15cc529bec98976a2f5255 inherit pub_methods_classshark_1_1_i_serializable" id="r_a5bf66fa8db15cc529bec98976a2f5255"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a5bf66fa8db15cc529bec98976a2f5255">save</a> (<a class="el" href="namespaceshark.html#af4f8eb8e9618f5236b71bbcb12b8a524">OutArchive</a> &amp;archive, unsigned int version) const</td></tr>
<tr class="memdesc:a5bf66fa8db15cc529bec98976a2f5255 inherit pub_methods_classshark_1_1_i_serializable"><td class="mdescLeft">&#160;</td><td class="mdescRight">Versioned storing of components, calls write(...).  <br /></td></tr>
<tr class="separator:a5bf66fa8db15cc529bec98976a2f5255 inherit pub_methods_classshark_1_1_i_serializable"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4560a94e8f4908fe8627e41e7d965735 inherit pub_methods_classshark_1_1_i_serializable" id="r_a4560a94e8f4908fe8627e41e7d965735"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_i_serializable.html#a4560a94e8f4908fe8627e41e7d965735">BOOST_SERIALIZATION_SPLIT_MEMBER</a> ()</td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pro-attribs" name="pro-attribs"></a>
Protected Attributes</h2></td></tr>
<tr class="memitem:a04fa2a023b7166f2a0dc4daeb5ef25c4" id="r_a04fa2a023b7166f2a0dc4daeb5ef25c4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">m_base</a></td></tr>
<tr class="memdesc:a04fa2a023b7166f2a0dc4daeb5ef25c4"><td class="mdescLeft">&#160;</td><td class="mdescRight">kernel to scale  <br /></td></tr>
<tr class="separator:a04fa2a023b7166f2a0dc4daeb5ef25c4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a77aec6f4404eece47eeb3898ab66c6c4" id="r_a77aec6f4404eece47eeb3898ab66c6c4"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">m_factor</a></td></tr>
<tr class="memdesc:a77aec6f4404eece47eeb3898ab66c6c4"><td class="mdescLeft">&#160;</td><td class="mdescRight">scaling factor  <br /></td></tr>
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<tr class="inherit_header pro_attribs_classshark_1_1_abstract_kernel_function"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classshark_1_1_abstract_kernel_function')"><img src="closed.png" alt="-"/>&#160;Protected Attributes inherited from <a class="el" href="classshark_1_1_abstract_kernel_function.html">shark::AbstractKernelFunction&lt; InputTypeT &gt;</a></td></tr>
<tr class="memitem:aa13e9ab3b8bbad9e1d773468671703e6 inherit pro_attribs_classshark_1_1_abstract_kernel_function" id="r_aa13e9ab3b8bbad9e1d773468671703e6"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_abstract_kernel_function.html#a63fdfe8b374750b9fa8288e06a666919">Features</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_abstract_kernel_function.html#aa13e9ab3b8bbad9e1d773468671703e6">m_features</a></td></tr>
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</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><div class="compoundTemplParams">template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> = RealVector&gt;<br />
class shark::ScaledKernel&lt; InputType &gt;</div><p>Scaled version of a kernel function. </p>
<p>For a positive definite kernel k, the scaled kernel </p><p class="formulaDsp">
\[ \tilde k(x_1, x_2) := c k(x_1, x_2) \]
</p>
<p> is again a positive definite kernel function as long as \( c &gt; 0 \). </p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00050">50</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>
</div><h2 class="groupheader">Member Typedef Documentation</h2>
<a id="ade088748ce9c72aadd6218534d0b918f" name="ade088748ce9c72aadd6218534d0b918f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ade088748ce9c72aadd6218534d0b918f">&#9670;&#160;</a></span>BatchInputType</h2>

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<div class="memtemplate">
template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
      <table class="memname">
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          <td class="memname">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html#adbf700c2ece7236c70cef4b88777a733">base_type::BatchInputType</a> <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::BatchInputType</td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00055">55</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#af44d5bf984a272c173913941b1c3b819">&#9670;&#160;</a></span>ConstBatchInputReference</h2>

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<div class="memtemplate">
template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
      <table class="memname">
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          <td class="memname">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html#af923f26f3d015156bb5ac159b302311b">base_type::ConstBatchInputReference</a> <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::ConstBatchInputReference</td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00057">57</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

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<a id="ab85abce78b37836e18d288c605b01cf7" name="ab85abce78b37836e18d288c605b01cf7"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ab85abce78b37836e18d288c605b01cf7">&#9670;&#160;</a></span>ConstInputReference</h2>

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<div class="memtemplate">
template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_abstract_kernel_function.html#a40e365cb5ec7d2776105a4aef4e78df3">base_type::ConstInputReference</a> <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::ConstInputReference</td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00056">56</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a8d5c8bd1b104f323b14c6f8178fe00b1">&#9670;&#160;</a></span>ScaledKernel()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::ScaledKernel </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; *&#160;</td>
          <td class="paramname"><em>base</em>, </td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00059">59</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#ac5c3092e58aaf96feefbe3e51822e78a">shark::ScaledKernel&lt; InputType &gt;::base()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#ab039d0f8d3e1e40d61d0897f1c4953a4">shark::ScaledKernel&lt; InputType &gt;::factor()</a>, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bdeae4bd575af084f862f64bc665cad4c4ec">shark::AbstractKernelFunction&lt; InputType &gt;::HAS_FIRST_INPUT_DERIVATIVE</a>, <a class="el" href="classshark_1_1_abstract_kernel_function.html#af54c80ca837961761506e6c2eec15bdead621a9ae065d91a154055a38a7ea72f8">shark::AbstractKernelFunction&lt; InputType &gt;::HAS_FIRST_PARAMETER_DERIVATIVE</a>, <a class="el" href="classshark_1_1_abstract_kernel_function.html#a505ca00275044073f08aae949127a76f">shark::AbstractKernelFunction&lt; InputTypeT &gt;::hasFirstInputDerivative()</a>, <a class="el" href="classshark_1_1_abstract_kernel_function.html#ac0c799ac75db64200256ed50d34d2411">shark::AbstractKernelFunction&lt; InputTypeT &gt;::hasFirstParameterDerivative()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, <a class="el" href="classshark_1_1_abstract_kernel_function.html#aa13e9ab3b8bbad9e1d773468671703e6">shark::AbstractKernelFunction&lt; InputTypeT &gt;::m_features</a>, <a class="el" href="_exception_8h.html#abd848215f138fc44f696aecb3e417e6c">RANGE_CHECK</a>, and <a class="el" href="_exception_8h.html#a73abb5049a0168d72a48e72dda41708b">SHARK_ASSERT</a>.</p>

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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ac5c3092e58aaf96feefbe3e51822e78a">&#9670;&#160;</a></span>base()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">const <a class="el" href="classshark_1_1_abstract_kernel_function.html">base_type</a> * <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::base </td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00099">99</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_scaled_kernel.html#a8d5c8bd1b104f323b14c6f8178fe00b1">shark::ScaledKernel&lt; InputType &gt;::ScaledKernel()</a>, and <a class="el" href="classshark_1_1_normalize_kernel_unit_variance.html#a4bdc12938183edab9acdfd89bde72286">shark::NormalizeKernelUnitVariance&lt; InputType &gt;::train()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a8ea7e45b7d287c3e15968937c5076d17">&#9670;&#160;</a></span>createState()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">boost::shared_ptr&lt; <a class="el" href="structshark_1_1_state.html">State</a> &gt; <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::createState </td>
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<p>creates the internal state of the kernel </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_abstract_kernel_function.html#a9057a4a71b4d28febb171e09bbd22c07">shark::AbstractKernelFunction&lt; InputTypeT &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00087">87</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_abstract_kernel_function.html#a9057a4a71b4d28febb171e09bbd22c07">shark::AbstractKernelFunction&lt; InputTypeT &gt;::createState()</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a7f53eaf21702a5378fa499d50f7aaf12">&#9670;&#160;</a></span>eval() <span class="overload">[1/3]</span></h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::eval </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>x1</em>, </td>
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          <td></td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>x2</em>, </td>
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          <td class="paramtype">RealMatrix &amp;&#160;</td>
          <td class="paramname"><em>result</em>&#160;</td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00108">108</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_abstract_kernel_function.html#abd10e3815efade90c7f9e2a7cc8bcb6c">shark::AbstractKernelFunction&lt; InputTypeT &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a2cbbeef99432522d721f48e9aa62ba8e">&#9670;&#160;</a></span>eval() <span class="overload">[2/3]</span></h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::eval </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>x1</em>, </td>
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          <td></td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>x2</em>, </td>
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          <td class="paramtype">RealMatrix &amp;&#160;</td>
          <td class="paramname"><em>result</em>, </td>
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          <td></td>
          <td class="paramtype"><a class="el" href="structshark_1_1_state.html">State</a> &amp;&#160;</td>
          <td class="paramname"><em>state</em>&#160;</td>
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          <td>)</td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00113">113</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_abstract_kernel_function.html#abd10e3815efade90c7f9e2a7cc8bcb6c">shark::AbstractKernelFunction&lt; InputTypeT &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#afc59d0d0d69706360cfd5b30bbd10a0e">&#9670;&#160;</a></span>eval() <span class="overload">[3/3]</span></h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">double <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::eval </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#ab85abce78b37836e18d288c605b01cf7">ConstInputReference</a>&#160;</td>
          <td class="paramname"><em>x1</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#ab85abce78b37836e18d288c605b01cf7">ConstInputReference</a>&#160;</td>
          <td class="paramname"><em>x2</em>&#160;</td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00103">103</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_abstract_kernel_function.html#abd10e3815efade90c7f9e2a7cc8bcb6c">shark::AbstractKernelFunction&lt; InputTypeT &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>, and <a class="el" href="_exception_8h.html#a42a6a50e4d06c00d60fbca5333f40768">SIZE_CHECK</a>.</p>

<p class="reference">Referenced by <a class="el" href="_subrange_kernel_tutorial_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>, and <a class="el" href="_mkl_kernel_tutorial_8cpp.html#a3c04138a5bfe5d72780bb7e82a18e627">main()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#ab039d0f8d3e1e40d61d0897f1c4953a4">&#9670;&#160;</a></span>factor()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">const double <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::factor </td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00091">91</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>.</p>

<p class="reference">Referenced by <a class="el" href="group__shark__globals.html#gaff457dd5765f70c216e99daa8729f653">shark::exportKernelMatrix()</a>, <a class="el" href="_subrange_kernel_tutorial_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>, <a class="el" href="_mkl_kernel_tutorial_8cpp.html#a3c04138a5bfe5d72780bb7e82a18e627">main()</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#a8d5c8bd1b104f323b14c6f8178fe00b1">shark::ScaledKernel&lt; InputType &gt;::ScaledKernel()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a6a15e6434ad5c78ebc492c369e67a6ff">&#9670;&#160;</a></span>name()</h2>

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<div class="memtemplate">
template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">std::string <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::name </td>
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<p>From <a class="el" href="classshark_1_1_i_nameable.html" title="This class is an interface for all objects which can have a name.">INameable</a>: return the class name. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_nameable.html#a9893f99314de30cd472e649c235d0db4">shark::INameable</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00072">72</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a836fc009bdd0f6a83b184f73b503308d">&#9670;&#160;</a></span>numberOfParameters()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">std::size_t <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::numberOfParameters </td>
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<p>Return the number of parameters. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_parameterizable.html#aed1e8d1d4dbde387e2f6a25141ed3a20">shark::IParameterizable&lt; VectorType &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00082">82</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, and <a class="el" href="classshark_1_1_i_parameterizable.html#aed1e8d1d4dbde387e2f6a25141ed3a20">shark::IParameterizable&lt; VectorType &gt;::numberOfParameters()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a62e229f1458a7a82f9739bedd4e5009c">&#9670;&#160;</a></span>parameterVector()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">RealVector <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::parameterVector </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td> const</td>
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<p>Return the parameter vector. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_parameterizable.html#afaa2ba692ab64a0edbff60d7ee6794db">shark::IParameterizable&lt; VectorType &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00075">75</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, and <a class="el" href="classshark_1_1_i_parameterizable.html#afaa2ba692ab64a0edbff60d7ee6794db">shark::IParameterizable&lt; VectorType &gt;::parameterVector()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a7f6e20a47ab00f460f22ade7bb4d9d47">&#9670;&#160;</a></span>read()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::read </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="namespaceshark.html#ada68729491840669e47c8ad42282424f">InArchive</a> &amp;&#160;</td>
          <td class="paramname"><em>archive</em></td><td>)</td>
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<p>From <a class="el" href="classshark_1_1_i_serializable.html" title="Abstracts serializing functionality.">ISerializable</a>, reads a metric from an archive. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_abstract_metric.html#a8286ec6f54f35ab53a92d42cb251d6e4">shark::AbstractMetric&lt; InputTypeT &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00143">143</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#ac490cef71bad929273de841755455d87">&#9670;&#160;</a></span>setFactor()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::setFactor </td>
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<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00094">94</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>, and <a class="el" href="_exception_8h.html#abd848215f138fc44f696aecb3e417e6c">RANGE_CHECK</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_normalize_kernel_unit_variance.html#a4bdc12938183edab9acdfd89bde72286">shark::NormalizeKernelUnitVariance&lt; InputType &gt;::train()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a4d0ac39729f3db9c00f87bc61ef7b3f1">&#9670;&#160;</a></span>setParameterVector()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::setParameterVector </td>
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<p>Set the parameter vector. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_i_parameterizable.html#ad5e35d1a10ff36fa72ea787baa40e9ad">shark::IParameterizable&lt; VectorType &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00078">78</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, and <a class="el" href="classshark_1_1_i_parameterizable.html#ad5e35d1a10ff36fa72ea787baa40e9ad">shark::IParameterizable&lt; VectorType &gt;::setParameterVector()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a27d1b92e9651b938feb3f61938f0d92f">&#9670;&#160;</a></span>weightedInputDerivative()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>batchX1</em>, </td>
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          <td></td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>batchX2</em>, </td>
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          <td></td>
          <td class="paramtype"><a class="el" href="structshark_1_1_state.html">State</a> const &amp;&#160;</td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#ade088748ce9c72aadd6218534d0b918f">BatchInputType</a> &amp;&#160;</td>
          <td class="paramname"><em>gradient</em>&#160;</td>
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<p>calculates the weighted derivate w.r.t. argument \( x_1 \) </p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00130">130</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="namespaceshark.html#af2ab10364feb8a631e0866dcf2f1a4ad">shark::batchSize()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>, <a class="el" href="_exception_8h.html#a42a6a50e4d06c00d60fbca5333f40768">SIZE_CHECK</a>, and <a class="el" href="classshark_1_1_abstract_kernel_function.html#af534a7a45f73baab879c2f0bfb75f00a">shark::AbstractKernelFunction&lt; InputTypeT &gt;::weightedInputDerivative()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#aa0f2ea06b6721fdb90cc6324e1254e91">&#9670;&#160;</a></span>weightedParameterDerivative()</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>batchX1</em>, </td>
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          <td></td>
          <td class="paramtype"><a class="el" href="classshark_1_1_scaled_kernel.html#af44d5bf984a272c173913941b1c3b819">ConstBatchInputReference</a>&#160;</td>
          <td class="paramname"><em>batchX2</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">RealMatrix const &amp;&#160;</td>
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          <td></td>
          <td class="paramtype"><a class="el" href="structshark_1_1_state.html">State</a> const &amp;&#160;</td>
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<p>calculates the weighted derivate w.r.t. the parameters of the base kernel </p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00119">119</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a04fa2a023b7166f2a0dc4daeb5ef25c4">shark::ScaledKernel&lt; InputType &gt;::m_base</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>, and <a class="el" href="classshark_1_1_abstract_kernel_function.html#a48557b9834bc06ccb4e005ce441904c8">shark::AbstractKernelFunction&lt; InputTypeT &gt;::weightedParameterDerivative()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a41ae2a868b1e1c64f8eaac6bc0e8453a">&#9670;&#160;</a></span>write()</h2>

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<div class="memtemplate">
template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td>(</td>
          <td class="paramtype"><a class="el" href="namespaceshark.html#af4f8eb8e9618f5236b71bbcb12b8a524">OutArchive</a> &amp;&#160;</td>
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<p>The kernel does not serialize anything. </p>

<p>Reimplemented from <a class="el" href="classshark_1_1_abstract_metric.html#a525c9c1f3d9af398bb257b8e42cafe24">shark::AbstractMetric&lt; InputTypeT &gt;</a>.</p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00149">149</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_scaled_kernel.html#a77aec6f4404eece47eeb3898ab66c6c4">shark::ScaledKernel&lt; InputType &gt;::m_factor</a>.</p>

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<h2 class="groupheader">Member Data Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a04fa2a023b7166f2a0dc4daeb5ef25c4">&#9670;&#160;</a></span>m_base</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt;<a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>&gt;* <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::m_base</td>
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<p>kernel to scale </p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00156">156</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_scaled_kernel.html#ac5c3092e58aaf96feefbe3e51822e78a">shark::ScaledKernel&lt; InputType &gt;::base()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a8ea7e45b7d287c3e15968937c5076d17">shark::ScaledKernel&lt; InputType &gt;::createState()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a7f53eaf21702a5378fa499d50f7aaf12">shark::ScaledKernel&lt; InputType &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a2cbbeef99432522d721f48e9aa62ba8e">shark::ScaledKernel&lt; InputType &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#afc59d0d0d69706360cfd5b30bbd10a0e">shark::ScaledKernel&lt; InputType &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a836fc009bdd0f6a83b184f73b503308d">shark::ScaledKernel&lt; InputType &gt;::numberOfParameters()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a62e229f1458a7a82f9739bedd4e5009c">shark::ScaledKernel&lt; InputType &gt;::parameterVector()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a7f6e20a47ab00f460f22ade7bb4d9d47">shark::ScaledKernel&lt; InputType &gt;::read()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a8d5c8bd1b104f323b14c6f8178fe00b1">shark::ScaledKernel&lt; InputType &gt;::ScaledKernel()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a4d0ac39729f3db9c00f87bc61ef7b3f1">shark::ScaledKernel&lt; InputType &gt;::setParameterVector()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a27d1b92e9651b938feb3f61938f0d92f">shark::ScaledKernel&lt; InputType &gt;::weightedInputDerivative()</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#aa0f2ea06b6721fdb90cc6324e1254e91">shark::ScaledKernel&lt; InputType &gt;::weightedParameterDerivative()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a77aec6f4404eece47eeb3898ab66c6c4">&#9670;&#160;</a></span>m_factor</h2>

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template&lt;class <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>  = RealVector&gt; </div>
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          <td class="memname">double <a class="el" href="classshark_1_1_scaled_kernel.html">shark::ScaledKernel</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::m_factor</td>
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<p>scaling factor </p>

<p class="definition">Definition at line <a class="el" href="_scaled_kernel_8h_source.html#l00157">157</a> of file <a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_scaled_kernel.html#a7f53eaf21702a5378fa499d50f7aaf12">shark::ScaledKernel&lt; InputType &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a2cbbeef99432522d721f48e9aa62ba8e">shark::ScaledKernel&lt; InputType &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#afc59d0d0d69706360cfd5b30bbd10a0e">shark::ScaledKernel&lt; InputType &gt;::eval()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#ab039d0f8d3e1e40d61d0897f1c4953a4">shark::ScaledKernel&lt; InputType &gt;::factor()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a7f6e20a47ab00f460f22ade7bb4d9d47">shark::ScaledKernel&lt; InputType &gt;::read()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#ac490cef71bad929273de841755455d87">shark::ScaledKernel&lt; InputType &gt;::setFactor()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#a27d1b92e9651b938feb3f61938f0d92f">shark::ScaledKernel&lt; InputType &gt;::weightedInputDerivative()</a>, <a class="el" href="classshark_1_1_scaled_kernel.html#aa0f2ea06b6721fdb90cc6324e1254e91">shark::ScaledKernel&lt; InputType &gt;::weightedParameterDerivative()</a>, and <a class="el" href="classshark_1_1_scaled_kernel.html#a41ae2a868b1e1c64f8eaac6bc0e8453a">shark::ScaledKernel&lt; InputType &gt;::write()</a>.</p>

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<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/shark/Models/Kernels/<a class="el" href="_scaled_kernel_8h_source.html">ScaledKernel.h</a></li>
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